The identity of her baby's daddy still remains a mystery, with a source telling Life & Style, “At first, everyone just assumed it was Scott [Disick's] since he’s been trying to make things work, but then out of the blue, she jets off to spend time with Justin [Bieber]. Her close friends and even her sisters aren't sure anymore."